{"id":"W3104860596","doi":"","title":"Développement d'une culture de données et de collaboration chez des enseignants travaillant en communauté d'apprentissage professionnelle","year":2020,"lang":"fr","type":"article","venue":"","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; Université de Moncton","funders":"","keywords":"Humanities; Political science; Sociology; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04198122,0.0007652124,0.0007828268,0.003901535,0.009408038,0.01343755,0.001913121,0.001773248,0.003404778],"category_scores_gemma":[0.08837634,0.0006289611,0.0009267626,0.003090936,0.007534757,0.006287441,0.008404108,0.002430573,0.0006962658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02190633,"about_ca_system_score_gemma":0.04209948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1517303,"about_ca_topic_score_gemma":0.1583708,"domain_scores_codex":[0.9593085,0.02284334,0.002258403,0.003001417,0.01066111,0.001927254],"domain_scores_gemma":[0.8625793,0.06926369,0.009580887,0.007223503,0.0458424,0.005510218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001187946,0.0002264907,0.04998858,0.0007525815,0.00007942082,0.0006121143,0.8263612,0.0006850532,0.003352936,0.01036981,0.002108729,0.1053442],"study_design_scores_gemma":[0.00003026311,0.0003372389,0.06309345,0.001065351,0.00009207015,0.000426,0.8533878,0.002606037,0.004061948,0.005074068,0.06964403,0.0001816493],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.899854,0.001387954,0.0477771,0.01055122,0.0001880071,0.0008662538,0.0003481363,0.0003033119,0.03872402],"genre_scores_gemma":[0.9418321,0.001016477,0.04174399,0.0008161777,0.0000329901,0.0006514271,0.0002440225,0.00009311087,0.01356983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1517303,"threshold_uncertainty_score":0.3016944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1186839466716943,"score_gpt":0.3955095261808454,"score_spread":0.2768255795091512,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}